ops¶
We implement common ops used in detection, segmentation, etc.
Device | CPU | CUDA | MLU | MPS | Ascend |
---|---|---|---|---|---|
ActiveRotatedFilter | √ | √ | √ | ||
AssignScoreWithK | √ | ||||
BallQuery | √ | √ | √ | ||
BBoxOverlaps | √ | √ | √ | √ | |
BorderAlign | √ | ||||
BoxIouRotated | √ | √ | √ | √ | |
BoxIouQuadri | √ | √ | |||
CARAFE | √ | √ | |||
ChamferDistance | √ | √ | |||
CrissCrossAttention | √ | ||||
ContourExpand | √ | ||||
ConvexIoU | √ | ||||
CornerPool | √ | ||||
Correlation | √ | ||||
Deformable Convolution v1/v2 | √ | √ | √ | √ | |
Deformable RoIPool | √ | √ | √ | ||
DiffIoURotated | √ | √ | |||
DynamicScatter | √ | √ | |||
FurthestPointSample | √ | ||||
FurthestPointSampleWithDist | √ | ||||
FusedBiasLeakyrelu | √ | √ | |||
GatherPoints | √ | √ | |||
GroupPoints | √ | ||||
Iou3d | √ | √ | |||
KNN | √ | ||||
MaskedConv | √ | √ | √ | ||
MergeCells | √ | ||||
MinAreaPolygon | √ | ||||
ModulatedDeformConv2d | √ | √ | √ | √ | |
MultiScaleDeformableAttn | √ | √ | √ | ||
NMS | √ | √ | √ | √ | |
NMSRotated | √ | √ | √ | √ | |
NMSQuadri | √ | √ | |||
PixelGroup | √ | ||||
PointsInBoxes | √ | √ | |||
PointsInPolygons | √ | √ | |||
PSAMask | √ | √ | √ | √ | |
RotatedFeatureAlign | √ | √ | √ | √ | |
RoIPointPool3d | √ | √ | |||
RoIPool | √ | √ | √ | ||
RoIAlignRotated | √ | √ | √ | √ | |
RiRoIAlignRotated | √ | ||||
RoIAlign | √ | √ | √ | √ | |
RoIAwarePool3d | √ | √ | |||
SAConv2d | √ | ||||
SigmoidFocalLoss | √ | √ | √ | ||
SoftmaxFocalLoss | √ | √ | |||
SoftNMS | √ | ||||
Sparse Convolution | √ | √ | |||
Synchronized BatchNorm | √ | ||||
ThreeInterpolate | √ | ||||
ThreeNN | √ | √ | |||
TINShift | √ | √ | |||
UpFirDn2d | √ | ||||
Voxelization | √ | √ | √ | √ | |
PrRoIPool | √ | ||||
BezierAlign | √ | √ | |||
BiasAct | √ | ||||
FilteredLrelu | √ | ||||
Conv2dGradfix | √ |